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Analysis and Architecture of Clinical Workflow Systems using Agent-Oriented Lifecycle Models
Healthcare executives are grappling with a climate of great change in the healthcare industry. This is coming from a number of sources. First, there...
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Current Status of Computerized Decision Support Systems in Mammography
Breast cancer is one of the most devastating and deadly diseases for women today. Despite advances in cancer treatment, early mammographic detection...
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Computerization of Clinical Guidelines: an Application of Medical Document Processing
Clinical Guidelines are being developed as a tool to promote Best Practice in Medicine. They are usually defined as “systematically developed...
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Case-based Medical Informatics
The “applied” nature distinguishes applied sciences from theoretical sciences. To emphasize this distinction, we begin with a general, meta-level...
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Medical Diagnosis and Prognosis Based on the DNA Microarray Technology
Immense genomic data have been accumulated through various research activities such as the Human Genome Project. A genome is the entire collection of...
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Wearable Devices in Healthcare
The miniaturization of electrical and electronic equipment is certainly not a new phenomenon, and its effects have long been evident in the...
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Evidence Based Telemedicine
This chapter focuses on evidence based telemedicine and its various applications. Evidence based medicine is the integration of best research...
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Virtual Communities in Health Care
A virtual community is a social entity involving several individuals who relate to one another by the use of a specific communication technology that...
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Multimodal Information Retrieval
In today’s rapidly evolving digital landscape, the wealth of available information has expanded beyond the boundaries of traditional text-based...
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Outlook
While multimodal information retrieval has several exciting applications and a high potential for impact on important problems, there are several...
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Multimodal Content Generation
In this chapter, we will review the advances that are being made in this new field of multimodal content generation and also discuss several...
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Retrieval Augmented Modeling
Till this point in our book, we have discussed the fundamental principles of information retrieval, exploring its key elements, and various...
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Transformer-Driven Models for Language, Vision, and Multimodality
In this chapter, we will learn about the modeling and learning techniques that drive multimodal applications. We will focus specifically on the...
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Introduction
In this book, our emphasis is on multimodal information retrieval, specifically concentrating on text and image data. The traditional unimodal...
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From Databases to Exchange Formats
This chapter addresses the question of how to transform relational database content into exchange formats in order to enable data interoperability...
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Process Orchestration: Conceptual Design
This chapter explains and discusses concepts for the conceptual design and formal verification of process orchestrations, employing notations such as...
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Complexity-Approximation Trade-Offs in Exchange Mechanisms: AMMs vs. LOBs
This paper presents a general framework for the design and analysis of exchange mechanisms between two assets that unifies and enables comparisons...
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Bayesian Network-Based Multi-objective Estimation of Distribution Algorithm for Feature Selection Tailored to Regression Problems
Feature selection is an essential pre-processing step in Machine Learning for improving the performance of models, reducing the time of predictions,...
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Eagle: Efficient Privacy Preserving Smart Contracts
The proliferation of Decentralised Finance (DeFi) and Decentralised Autonomous Organisations (DAO), which in current form are exposed to...